数据挖掘方向 CCF 期刊推荐(数据库 / 数据挖掘 / 内容检索)
1 CCF 期刊清单(数据库 / 数据挖掘 / 内容检索)
1.1 A 类
- TODS:ACM Transactions on Database Systems
- TOIS:ACM Transactions on Information Systems
- TKDE:IEEE Transactions on Knowledge and Data Engineering
- VLDBJ:The VLDB Journal
定位建议:
- 偏数据库系统/数据管理理论与系统:TODS、VLDBJ
- 偏数据挖掘/知识发现/工程与方法综合:TKDE
- 偏信息检索/推荐/用户建模/检索系统:TOIS
1.2 B 类
- TKDD:ACM Transactions on Knowledge Discovery from Data
- TWEB:ACM Transactions on the Web
- AEI:Advanced Engineering Informatics
- DKE:Data & Knowledge Engineering
- DMKD:Data Mining and Knowledge Discovery
- EJIS:European Journal of Information Systems
- GeoInformatica:GeoInformatica
- IPM:Information Processing and Management
- Information Sciences:Information Sciences
- IS:Information Systems
- JASIST:Journal of the Association for Information Science and Technology
- JWS:Journal of Web Semantics
- KAIS:Knowledge and Information Systems
定位建议:
- 数据挖掘"正统"期刊:TKDD、DMKD、KAIS、Information Sciences
- IR / 推荐 / 用户与信息行为:IPM、JASIST
- Web 与语义:TWEB、JWS
- 数据管理与工程系统结合:DKE、IS
- 地理/时空数据:GeoInformatica
- 信息系统与管理方向结合:EJIS、I&M(见 C 类)
- 工程信息学交叉:AEI
1.3 C 类
- DPD:Distributed and Parallel Databases
- I&M:Information & Management
- IPL:Information Processing Letters
- IR:Information Retrieval Journal
- IJCIS:International Journal of Cooperative Information Systems
- IJGIS:International Journal of Geographical Information Science
- IJIS:International Journal of Intelligent Systems
- IJKM:International Journal of Knowledge Management
- IJSWIS:International Journal on Semantic Web and Information Systems
- JCIS:Journal of Computer Information Systems
- JDM:Journal of Database Management
- JGITM:Journal of Global Information Technology Management
- JIIS:Journal of Intelligent Information Systems
- JSIS:The Journal of Strategic Information Systems
- DSE:Data Science and Engineering